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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Arcane Boots | 43 | 45.74% | 100.0 | 67.44% | +43.91% | +5.29% | -12.89% | -1.74% | 18:35 | 08:38 | 11:00 | 15:01 | 21:27 | 58:19 | 10:27 | 07:44 |
 | Blink Dagger | 65 | 69.15% | 98.0 | 53.85% | +33.16% | +2.40% | +2.40% | 0.00% | 26:23 | 15:02 | 19:58 | 26:00 | 29:20 | 46:52 | 09:22 | 06:56 |
 | Fluffy Hat | 40 | 42.55% | 95.9 | 55.00% | +19.81% | -35.00% | +15.00% | 2.68% | 25:14 | 06:24 | 15:07 | 23:49 | 33:48 | 46:47 | 18:41 | 13:50 |
 | Force Staff | 36 | 38.30% | 93.9 | 55.56% | +19.35% | -22.23% | -11.12% | 0.80% | 31:59 | 17:30 | 23:58 | 31:34 | 37:49 | 56:38 | 13:51 | 10:15 |
 | Aghanim's Shard | 68 | 72.34% | 91.8 | 50.00% | +23.08% | -20.59% | +8.82% | 3.56% | 23:00 | 15:02 | 17:16 | 20:32 | 25:32 | 51:57 | 08:16 | 06:07 |
 | Magic Wand | 57 | 60.64% | 89.8 | 49.12% | +13.98% | -20.55% | +36.59% | 10.88% | 10:50 | 01:44 | 07:36 | 10:59 | 12:51 | 23:17 | 05:15 | 03:53 |
 | Magic Stick | 87 | 92.55% | 87.8 | 44.83% | +16.26% | +5.17% | -8.47% | -3.17% | 03:19 | -01:29 | -01:29 | 03:07 | 05:47 | 19:24 | 07:16 | 05:22 |
 | Boots of Speed | 94 | 100.00% | 85.7 | 43.62% | +43.62% | +2.21% | -21.88% | -5.90% | 05:52 | -01:29 | 04:20 | 06:40 | 08:25 | 15:10 | 04:05 | 03:01 |
 | Wind Lace | 56 | 59.57% | 83.7 | 39.29% | -10.71% | -3.58% | +10.71% | 1.24% | 09:18 | -01:30 | -01:29 | 07:56 | 12:58 | 45:08 | 14:27 | 10:42 |
 | Refresher Orb | 6 | 6.38% | 81.6 | 66.67% | +24.62% | +33.33% | +33.33% | 0.00% | 49:47 | 43:18 | 45:08 | 50:20 | 54:05 | 54:35 | 08:57 | 06:37 |
 | Aeon Disk | 6 | 6.38% | 79.6 | 66.67% | +24.62% | +33.33% | -66.67% | -42.25% | 42:30 | 35:27 | 38:04 | 38:35 | 40:26 | 1:03:23 | 02:22 | 01:45 |
 | Aghanim's Scepter | 2 | 2.13% | 77.6 | 100.00% | +57.61% | 0.00% | 0.00% | 0.00% | 48:29 | 47:47 | 47:47 | 49:10 | 49:10 | 49:10 | 01:23 | 01:01 |
 | Medallion of Courage | 5 | 5.32% | 75.5 | 60.00% | +17.30% | -60.00% | +40.00% | 7.58% | 28:50 | 21:42 | 21:42 | 24:17 | 34:54 | 40:32 | 13:12 | 09:46 |
 | Ring of Protection | 14 | 14.89% | 73.5 | 35.71% | -9.29% | -10.71% | -2.38% | 0.00% | 01:41 | -01:30 | -01:29 | -01:29 | -01:29 | 38:26 | 00:00 | 00:00 |
 | Drum of Endurance | 6 | 6.38% | 71.4 | 50.00% | +6.82% | +50.00% | -50.00% | -6.45% | 29:37 | 18:12 | 20:06 | 25:02 | 35:36 | 48:11 | 15:30 | 11:28 |
 | Ring of Health | 6 | 6.38% | 69.4 | 50.00% | +6.82% | -50.00% | +50.00% | 9.54% | 40:31 | 12:06 | 40:14 | 40:50 | 50:43 | 54:35 | 10:29 | 07:45 |
 | Orb of Venom | 10 | 10.64% | 67.3 | 40.00% | -4.05% | -40.00% | -40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Veil of Discord | 3 | 3.19% | 65.3 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 27:49 | 20:39 | 20:39 | 23:21 | 39:27 | 39:27 | 18:48 | 13:55 |
 | Glimmer Cape | 3 | 3.19% | 63.3 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 34:25 | 29:02 | 29:02 | 29:30 | 44:44 | 44:44 | 15:42 | 11:37 |
 | Boots of Travel | 3 | 3.19% | 61.2 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 41:52 | 32:05 | 32:05 | 45:36 | 47:56 | 47:56 | 15:51 | 11:44 |
 | Ring of Basilius | 7 | 7.45% | 59.2 | 42.86% | -0.82% | -42.86% | +7.14% | 6.99% | 16:14 | 09:38 | 10:36 | 14:05 | 17:45 | 31:37 | 07:09 | 05:17 |
 | Crown | 7 | 7.45% | 57.1 | 42.86% | -0.82% | +7.14% | +57.14% | 5.94% | 25:01 | 08:44 | 17:50 | 23:30 | 26:15 | 40:33 | 08:25 | 06:14 |
 | Void Stone | 7 | 7.45% | 55.1 | 42.86% | -0.82% | +7.14% | +7.14% | 0.00% | 42:47 | 16:11 | 40:50 | 44:35 | 45:26 | 56:51 | 04:36 | 03:24 |
 | Chainmail | 8 | 8.51% | 53.1 | 37.50% | -6.69% | +12.50% | +12.50% | 0.00% | 23:42 | 12:29 | 14:24 | 19:35 | 24:17 | 40:32 | 09:53 | 07:19 |
 | Tranquil Boots | 26 | 27.66% | 51.0 | 23.08% | -28.39% | -8.79% | +10.25% | 2.79% | 15:07 | 06:26 | 10:24 | 12:46 | 17:14 | 38:38 | 06:50 | 05:03 |
 | Solar Crest | 4 | 4.26% | 49.0 | 50.00% | +6.67% | -50.00% | +50.00% | 0.00% | 31:09 | 26:27 | 26:27 | 27:12 | 27:31 | 43:27 | 01:04 | 00:47 |
 | Blight Stone | 4 | 4.26% | 46.9 | 50.00% | +6.67% | -50.00% | +50.00% | 0.00% | 27:20 | 21:42 | 21:42 | 22:47 | 24:17 | 40:32 | 02:35 | 01:54 |
 | Boots of Bearing | 4 | 4.26% | 44.9 | 50.00% | +6.67% | +50.00% | -50.00% | 0.00% | 38:07 | 28:37 | 28:37 | 35:12 | 40:11 | 48:28 | 11:34 | 08:34 |
 | Black King Bar | 1 | 1.06% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:55 | 1:03:55 | 1:03:55 | 1:03:55 | 1:03:55 | 1:03:55 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.06% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Headdress | 6 | 6.38% | 38.8 | 33.33% | -10.99% | +16.67% | -33.33% | -6.12% | 19:53 | 12:50 | 13:53 | 14:50 | 22:03 | 40:31 | 08:10 | 06:02 |
 | Sange | 2 | 2.13% | 36.7 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 39:43 | 39:00 | 39:00 | 40:25 | 40:25 | 40:25 | 01:25 | 01:02 |
 | Heaven's Halberd | 2 | 2.13% | 34.7 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 41:21 | 39:24 | 39:24 | 43:17 | 43:17 | 43:17 | 03:53 | 02:52 |
 | Holy Locket | 2 | 2.13% | 32.7 | 50.00% | +6.52% | +50.00% | 0.00% | 0.00% | 16:21 | 15:15 | 15:15 | 17:26 | 17:26 | 17:26 | 02:11 | 01:37 |
 | Mekansm | 3 | 3.19% | 30.6 | 33.33% | -10.63% | +66.67% | 0.00% | 0.00% | 20:30 | 15:57 | 15:57 | 20:16 | 25:17 | 25:17 | 09:20 | 06:54 |
 | Quelling Blade | 1 | 1.06% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.06% | 26.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.06% | 24.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 2.13% | 22.4 | 0.00% | -44.57% | 0.00% | 0.00% | 0.00% | 42:54 | 40:39 | 40:39 | 45:09 | 45:09 | 45:09 | 04:30 | 03:20 |
 | Bracer | 1 | 1.06% | 20.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 38:28 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.06% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.06% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 00:00 | 00:00 |
 | Buckler | 2 | 2.13% | 14.3 | 0.00% | -44.57% | 0.00% | 0.00% | 0.00% | 36:36 | 34:46 | 34:46 | 38:26 | 38:26 | 38:26 | 03:40 | 02:42 |
 | Aether Lens | 1 | 1.06% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 57:06 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.06% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.06% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.06% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.06% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:26 | 45:26 | 45:26 | 45:26 | 45:26 | 45:26 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.06% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |